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AI Consilium: a Benchmark of LLM Clinical Multidisciplinary Second Opinions
arXiv:2610.22298v1 Announce Type: cross Abstract: Large language models (LLMs) can generate differential diagnoses for complex cases, but a useful second opinion must also be factually grounded, clinically coherent, actionable, and safe. We developed a multidimensional benchmark
推荐理由该基准可用于多维度评估大语言模型在复杂病例中提供多学科临床第二诊疗意见的表现，检测其鉴别诊断结果是否兼具事实依据、临床连贯性、实际可操作性以及医疗安全性。